knowledge-manager

You can load known errors and patterns before track planning by automatically retrieving data from a knowledge base, injecting institutional memory directly into the planner prompt to prevent repeating past mistakes.

Knowledge base injection for orchestrator planning is the process of preloading relevant patterns and known errors into the planner prompt, ensuring track plans account for prior solutions and common pitfalls.

To inform the planner, populate patterns.md and errors.json with institutional memory, which the system reads before the PLAN step to export a concise knowledge brief for track orchestration.

Yes, you can use a knowledge manager to avoid reinventing solutions for new tracks by automatically loading recommended patterns and past errors, enabling faster ramp-up and more consistent track planning.

You need to preload known errors into the planner prompt before the PLAN step triggers, ensuring the orchestrator injects past pitfalls automatically to guide the current track type planning.

The limitation of relying on preloaded patterns for track planning is that the system requires a populated knowledge base under conductor/knowledge; without accurate entries, the planner lacks the context needed to avoid pitfalls.